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What is Voxtral?

Voxtral models are state-of-the-art open-source systems created for advanced speech understanding, offered in two distinct sizes: a larger 24 B variant intended for large-scale production and a smaller 3 B variant that is ideal for local and edge computing applications, both released under the Apache 2.0 license. These models stand out for their accuracy in transcription and their built-in semantic understanding, handling long-form contexts of up to 32 K tokens while also featuring integrated question-and-answer functions and structured summarization capabilities. They possess the ability to automatically recognize multiple languages among a variety of major tongues and facilitate direct function-calling to initiate backend operations via voice commands. Maintaining the textual advantages of their Mistral Small 3.1 architecture, Voxtral can manage audio inputs of up to 30 minutes for transcription and 40 minutes for comprehension tasks, consistently outperforming both open-source and proprietary rivals in renowned benchmarks such as LibriSpeech, Mozilla Common Voice, and FLEURS. Users can conveniently access Voxtral through downloads available on Hugging Face, API endpoints, or through private on-premises installations, while the model also offers options for specialized domain fine-tuning and advanced features tailored to enterprise requirements, greatly broadening its utility across diverse industries. Furthermore, the continuous enhancement of its functionality ensures that Voxtral remains at the forefront of speech technology innovation.

What is Nemotron 3.5 Transcribe?

NVIDIA Nemotron 3.5 Transcribe is an open-weight model designed specifically for developers interested in building systems for transcription and audio processing. This innovative model converts audio files into text, providing options for both precise verbatim transcripts and modified versions, and includes advanced features such as contextual vocabulary, speaker identification, word-level timestamps, speech translation, language detection, and audio-based question answering. It supports a comprehensive language matrix featuring 40 languages, although the level of task performance can differ across languages. With the ability to handle recordings lasting up to one hour, this model is optimized for offline use on compatible NVIDIA GPU hardware and supported runtimes, making it versatile for various applications. Developers can easily integrate it into multiple settings, including speech interfaces, media processing, meeting analysis, customer service insights, translation applications, and other tools focused on audio comprehension. Additionally, the model's weights and a fine-tuning toolkit are provided under the OpenMDW-1.1 license, with specific deployment hardware and service requirements based on the application type. This adaptability empowers teams to customize the model for an array of audio processing and transcription needs, enhancing efficiency and user experience. Ultimately, the widespread capabilities of Nemotron 3.5 make it a valuable asset for enhancing communication and accessibility in diverse environments.

Media

Media

Integrations Supported

ExecuTorch
Hugging Face
LM Studio Bionic
LazyTyper
Mistral AI
Vision Agents

Integrations Supported

Hugging Face Transformers
NVIDIA NIM
vLLM

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

The model weights and fine-tuning toolkit are available under the OpenMDW-1.1 license. Hardware and inference-serving costs depend on the selected deployment.
Free Version

Supported Platforms

SaaS

Supported Platforms

Windows
On-Prem
Linux

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Online Training
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Mistral AI

Date Founded

2023

Company Location

France

Company Website

mistral.ai/news/voxtral

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

research.nvidia.com/labs/nemotron/NVIDIA-Nemotron-3.5-Transcribe/

Categories and Features

AI Models

Not specified

Open-Weight AI Models

Not specified

Speech to Text

Not specified

Transcription

Not specified

Categories and Features

AI Models

Not specified

Open-Weight AI Models

Not specified

Speech Recognition

Not specified

Speech to Text

Not specified

Transcription

Not specified

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